Model save
Browse files- README.md +79 -0
- generation_config.json +7 -0
README.md
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---
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library_name: transformers
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license: apache-2.0
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base_model: BEE-spoke-data/ModernBERT2gpt2-700m-cfg2
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tags:
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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: ModernBERT2gpt2-700m-cfg2-t2t-re_pretrain-small-2048
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# ModernBERT2gpt2-700m-cfg2-t2t-re_pretrain-small-2048
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This model is a fine-tuned version of [BEE-spoke-data/ModernBERT2gpt2-700m-cfg2](https://huggingface.co/BEE-spoke-data/ModernBERT2gpt2-700m-cfg2) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.2095
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- Rouge1: 50.3518
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- Rouge2: 33.9831
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- Rougel: 46.3741
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- Rougelsum: 46.7798
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- Gen Len: 30.6
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- Num Input Tokens Seen: 515531508
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 8e-05
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- train_batch_size: 4
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- eval_batch_size: 4
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- seed: 80085
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- gradient_accumulation_steps: 16
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- total_train_batch_size: 64
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- optimizer: Use OptimizerNames.PAGED_ADEMAMIX and the args are:
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No additional optimizer arguments
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- lr_scheduler_type: constant_with_warmup
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- lr_scheduler_warmup_ratio: 0.05
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- num_epochs: 1.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len | Input Tokens Seen |
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|:-------------:|:------:|:-----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|:-----------------:|
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| 90.1752 | 0.0983 | 1000 | 5.6342 | 16.5561 | 3.2961 | 14.7126 | 14.7712 | 69.32 | 51291360 |
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| 65.7669 | 0.1966 | 2000 | 4.0524 | 27.4318 | 11.4034 | 24.5864 | 24.8835 | 41.59 | 102933044 |
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| 51.9327 | 0.2948 | 3000 | 3.2430 | 40.1723 | 21.3863 | 36.5277 | 36.8678 | 30.495 | 154351440 |
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| 41.8728 | 0.3931 | 4000 | 2.8102 | 43.9268 | 26.793 | 40.1378 | 40.7026 | 30.17 | 205979564 |
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| 41.7305 | 0.4914 | 5000 | 2.6100 | 44.4312 | 27.6447 | 40.525 | 40.7945 | 32.985 | 257628708 |
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| 41.428 | 0.5897 | 6000 | 2.4841 | 44.7711 | 28.0903 | 40.7346 | 40.9658 | 35.03 | 309218384 |
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| 36.5789 | 0.6879 | 7000 | 2.3844 | 44.8011 | 28.0367 | 40.8555 | 41.1516 | 30.805 | 360560352 |
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| 36.1657 | 0.7862 | 8000 | 2.3185 | 46.647 | 29.8361 | 42.7361 | 43.0175 | 35.32 | 412353688 |
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| 33.1455 | 0.8845 | 9000 | 2.2608 | 48.6856 | 32.331 | 44.6585 | 45.0587 | 36.3 | 463798308 |
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| 36.9318 | 0.9828 | 10000 | 2.2095 | 50.3518 | 33.9831 | 46.3741 | 46.7798 | 30.6 | 515531508 |
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### Framework versions
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- Transformers 4.49.0.dev0
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- Pytorch 2.4.1+cu124
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- Datasets 3.2.0
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- Tokenizers 0.21.0
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generation_config.json
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{
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"bos_token_id": 50281,
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"decoder_start_token_id": 50279,
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"eos_token_id": 50279,
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"pad_token_id": 50283,
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"transformers_version": "4.49.0.dev0"
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}
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